basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.329161 0.326793 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.355515 6.485638 0.326793
1 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.329161 0.324087 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.281466 8.413129 0.324087
2 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.329161 0.313938 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.186165 5.522900 0.313938
3 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.329161 0.299391 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.108112 9.155425 0.299391
4 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.329161 0.294655 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.081132 5.192605 0.294655
5 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.329161 0.323072 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.249130 5.637979 0.323072
6 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.329161 0.310893 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.201834 10.117214 0.310893
7 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.329161 0.295670 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.117924 4.252304 0.295670
8 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.329161 0.293640 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.059581 4.594471 0.293640
9 resnet34 basetrain-res34-lr3e3-ep100-fitfc05 basetrain-res34-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.329161 0.294993 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 11), (Siamese, Birman, 11), (basset_hound, beagle, 11), (beagle, basset_hound, 11), (american_pit_bull_terrier, staffordshire_bull_terrier, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.048117 7.138990 0.294993